課程簡介
Course Introduction
通過此課程學生可以掌握大數(shù)據(jù)知識發(fā)現(xiàn)與應用的基本方法,，包括聚類，分類,，數(shù)據(jù)處理等，并能夠按照工程學的方法,，解決實際應用上的大數(shù)據(jù)知識發(fā)現(xiàn)問題,，如醫(yī)療，交通方面的問題,，以保證大數(shù)據(jù)相關(guān)項目的正常實施,。課程也會涉及機器學習方面的技術(shù)，總體培養(yǎng)以偏向?qū)嶋H應用為主,，科研解決問題能力為輔,。
教學大綱
Teaching Syllabus
Week 1 Introduction to Big Data Knowledge Discovery and Application/Clustering
Week 2 Classification/Evaluation Methods/Student Presentations
Week 3 Recommendation System/Student Presentations
Week 4 Expert Talk/Student Presentations
Week 5 Data Visualization/Forecasting System/Student Presentations
Week 6 Knowledge Discovery on Transportation/Student Presentations
Week 7 Knowledge Discovery on Education/Student Presentations
Week 8 Student Presentations/Conclusions
教學隊伍Teaching Members
